{"id":"W2980667535","doi":"10.3847/1538-4357/ab5115","title":"Mapping Metallicity Variations across Nearby Galaxy Disks","year":2019,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Australian Research Council; European Commission; Natural Sciences and Engineering Research Council of Canada; Centre National d’Etudes Spatiales; Deutsche Forschungsgemeinschaft; Centre National de la Recherche Scientifique","keywords":"Metallicity; Galaxy; Spiral galaxy; Star formation; Interstellar medium; Spectroscopy; Irregular galaxy; Baryon","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003166322,0.0001944657,0.000241448,0.00003512112,0.0007235446,0.0002856341,0.0003750394,0.00002653085,0.0008660897],"category_scores_gemma":[0.000008033066,0.0001356748,0.0002491663,0.000277809,0.0000955409,0.0005515988,0.0001331938,0.0005892993,0.001027606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000792637,"about_ca_system_score_gemma":0.00007922352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007110796,"about_ca_topic_score_gemma":9.001327e-7,"domain_scores_codex":[0.998451,0.0001297151,0.0003735847,0.0001661321,0.0003871581,0.0004924374],"domain_scores_gemma":[0.9989649,0.00008204192,0.0002974725,0.0003585032,0.0001506763,0.0001463765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002995292,0.0002458053,0.9064368,0.000007486231,0.0003890059,6.196168e-8,0.004634561,0.002114238,0.01011619,0.07413923,0.0005622332,0.00132443],"study_design_scores_gemma":[0.0004631265,0.00004736239,0.976623,0.00001232164,0.00002385116,0.000008928759,0.000883705,0.004772716,0.0001308362,0.01648526,0.0003954466,0.000153482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520376,0.000006950045,0.04646554,0.0004646025,0.0003221913,0.0001688738,0.00002297785,0.00002824212,0.0004830099],"genre_scores_gemma":[0.9963707,0.000001078594,0.001657494,0.000007834085,0.001280787,0.00001041965,0.0000169351,0.0000217004,0.0006330163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07018617,"threshold_uncertainty_score":0.9997502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021564969938389,"score_gpt":0.2337016603703641,"score_spread":0.2234860106709802,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}